Staff Data Scientist, Machine Learning in Epidemiology and Patient Data Products
Lexington, Massachusetts, United States; Remote
R
USD 165K-220K Senior-level Full Time
Tasks
- Build maintain and operationalize machine learning pipelines
- Design implement and evaluate machine learning approaches for clinical insights
- Integrate clinical insights into supervised and unsupervised learning
- Lead machine learning method development for patient data
- Participate in code reviews and uphold coding standards
- Perform analysis and modeling of high dimensional longitudinal data
- Perform evaluation metrics and hyperparameter tuning
- Translate model outputs into actionable insights
Perks/Benefits
- Annual incentive program
- Broad Range of Other Benefits
- Healthcare coverage
- Remote work option
- Retirement benefits
Skills/Tech-stack
Causal Inference | Classification | Clinical notes | Cloud Computing | Clustering | Data Mining | Decision Trees | Deep learning | Dimensionality Reduction | Electronic Health Records | Feature Engineering | Feature Selection | Health Records | Hyperparameter Tuning | Linear Regression | Logistic Regression | MLOps | MLflow | MLlib | Model Explainability | Propensity Score Methods | Propensity score | PyTorch | Python | Representation Learning | SciPy | Scikit-learn | Semi-Supervised Learning | Semi-supervised | StatsModels | Supervised Learning | Transformers | Unsupervised Learning
Education
Roles
Regions
Countries
States
Cities
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